Manage episode 509204738 series 2766401
Bhaskar Roy, Chief of AI Products and Solutions at Workato, breaks down the fundamental shift from app-centric thinking to agent-first architecture. This conversation cuts through the AI hype to reveal how enterprises are moving beyond simple content generation to deploy agents at the core of business processes—from quote-to-cash workflows to IT helpdesk operations. Roy reveals the critical gap between low-agency experimentation and high-value automation, outlines the governance frameworks required for autonomous agents, and explains why getting hands-on is the only way to separate signal from noise in the agentic era.
Key Takeaways
1. The Agency Gap: Most Companies Are Stuck in Low-Value Territory
- Gartner research shows most companies remain in low-agency activities like content creation and email writing, while maximum ROI comes from agents executing core processes like order-to-cash and supply chain management
- SaaS is deterministic and requires months for customization, while agents adapt and execute in real-time
- The transformation eliminates bottlenecks where process experts depend on developers for integrations
2. Purpose-Specific Agents with Enterprise Skills Beat General-Purpose Approaches
- Agents must be narrowly focused with defined skills—finance agents restricted to finance users, each agent limited to relevant capabilities only
- Governance controls agent-to-agent collaboration, with supervisor agents coordinating and ensuring compliance
- Agent authentication ensures agents respect user permissions—only updating data the individual user can access
3. App Events and Enterprise Acumen Enable Proactive Intelligence
- Agents listen to events across systems—new hires, leads, tickets—then reason, contextualize, and take autonomous action
- Enterprise acumen monitors KPIs continuously and proactively recommends actions as metrics fluctuate
- The shift from reactive to proactive requires human-in-the-loop now, but full autonomy approaches rapidly
4. The Mindset Shift: From App-Centric to Agent-First Thinking
- Stop thinking about which app to use—start asking which agent can handle core business processes better
- When agents become core to business, reliability matters—platforms must provide innovation with enterprise-grade trust
- Reading about AI isn't learning—build agents, test them, discover what's real versus hype
Chapters:
00:00 - Introduction
00:46 - Journey at Workato: From Integration to Intelligent Agents
03:40 - The Evolution from SaaS to Agentic Workflows
07:51 - Best-of-Breed Apps Creating Data Silos and Integration Challenges
10:54 - Employee Productivity Gains Through Unified Agent Interfaces
13:20 - The Agency Gap: Low-Value vs. Core Business Process Automation
17:32 - Real-World Agent Deployments: Quote-to-Cash and IT Helpdesk
20:12 - Proactive vs. Reactive Agents: Where Does Automation Stop?
24:42 - Trust, Governance, and Control in Autonomous Agent Systems
28:42 - Preparing for the Apps-to-Agents Transition
33:04 - Lightning Round: Getting Hands-On to Shorten Learning Curves
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Chapters
1. Introduction (00:00:00)
2. Journey at Workato: From Integration to Intelligent Agents (00:00:46)
3. The Evolution from SaaS to Agentic Workflows (00:03:40)
4. Best-of-Breed Apps Creating Data Silos and Integration Challenges (00:07:51)
5. Employee Productivity Gains Through Unified Agent Interfaces (00:10:54)
6. The Agency Gap: Low-Value vs. Core Business Process Automation (00:13:20)
7. Real-World Agent Deployments: Quote-to-Cash and IT Helpdesk (00:17:32)
8. Proactive vs. Reactive Agents: Where Does Automation Stop? (00:20:12)
9. Trust, Governance, and Control in Autonomous Agent Systems (00:24:42)
10. Preparing for the Apps-to-Agents Transition (00:28:42)
11. Lightning Round: Getting Hands-On to Shorten Learning Curves (00:33:04)
122 episodes